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2.
Phlebology ; 39(6): 428-430, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38349063

RESUMO

BACKGROUND: Chronic venous insufficiency (CVI) often leads to venous ulcers. The relationship between ankle joint range of motion (ROM) and venous ulcers remains under-investigated. This study aims to clarify this relationship using ultrasound imaging. METHODS: We conducted a study on 20 patients with unilateral venous ulcers. Ankle ROM and popliteal vein blood flow were measured using a goniometer and ultrasound, respectively. The measurements were compared between the affected and unaffected limbs. RESULTS: A significant reduction in ROM and popliteal vein blood flow was observed in the limbs with venous ulcers compared to the unaffected limbs. The data suggest a correlation between reduced ankle mobility and the development of venous ulcers. CONCLUSION: The study underscores the importance of maintaining ankle mobility in patients with CVI to prevent venous ulcers. A multifactorial approach is essential for managing these conditions effectively.


Assuntos
Articulação do Tornozelo , Amplitude de Movimento Articular , Ultrassonografia , Úlcera Varicosa , Humanos , Úlcera Varicosa/fisiopatologia , Úlcera Varicosa/diagnóstico por imagem , Feminino , Masculino , Pessoa de Meia-Idade , Articulação do Tornozelo/diagnóstico por imagem , Articulação do Tornozelo/fisiopatologia , Articulação do Tornozelo/irrigação sanguínea , Idoso , Insuficiência Venosa/fisiopatologia , Insuficiência Venosa/diagnóstico por imagem , Adulto , Veia Poplítea/diagnóstico por imagem , Veia Poplítea/fisiopatologia
3.
BMC Nurs ; 23(1): 104, 2024 Feb 07.
Artigo em Inglês | MEDLINE | ID: mdl-38321427

RESUMO

BACKGROUND: Nursing students require improvement in their intravenous infusion therapy management skills, yet traditional training models possess deficiencies. The Teaching for Understanding (TfU) Framework can enhance the teaching-learning process and support quality education. Therefore, utilizing TfU framework for training may promote the performance of nurses. METHODS: Utilizing a non-synchronized design, 102 nurses were recruited using a convenience sampling method. Fifty-one student nurses from August 2019 to January 2021 were designated as the control group, and 51 student nurses from February 2021 to July 2022 were included as the intervention group. The control group received traditional teaching methods, while the intervention group was trained based on TfU framework. The impact was gauged through medical education environment perception, theory and practice assessments, and learning satisfaction surveys. RESULTS: After the training, there was no significant difference between the control group and the intervention group in the theory assessment. However, the practice assessment scores of the intervention group were significantly higher than those of the control group. Compared with the control group, the learning satisfaction scores of the trained nurses in the intervention group were significantly higher, exhibiting significant differences, particularly in communication ability, teamwork cooperation, summing up capability, and interest in learning improvement. Furthermore, the scores of the learning perceptions, atmosphere, social self-perceptions, and total scores of the intervention group were significantly higher. CONCLUSION: Training using TfU framework can heighten students' understanding and command over knowledge and skills, fuel their learning fervor, and enhance their communication and collaboration abilities. TfU framework should be disseminated in medical education to improve the quality of education.

4.
Vascular ; : 17085381241236543, 2024 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-38395425

RESUMO

OBJECTIVE: To establish a prediction model of upper extremity deep vein thrombosis (UEDVT) associated with peripherally inserted central catheter (PICC) based on machine learning (ML), and evaluate the effect. METHODS: 452 patients with malignant tumors who underwent PICC implantation in West China Hospital from April 2021 to December 2021 were selected through convenient sampling. UEDVT was detected by ultrasound. Machine learning models were established using the least absolute contraction and selection operator (LASSO) regression algorithm: Seeley scale model (ML-Seeley-LASSO) and ML model. The information of patients with and without UEDVT was randomly allocated to the training set and test set of the two models, and the prediction effect of machine learning and existing prediction tools was compared. RESULTS: Machine learning training set and test set were better than Seeley evaluation results, and ML-Seeley-LASSO performance in training set was better than ML-LASSO. The performance of ML-LASSO in the test set is better than that of ML-Seeley-LASSO. The use of ML model (ML-LASSO and ML-Seeley-LASSO) in PICC-related UEDVT shows good effectiveness (the area under the subject's working characteristic curve is 0.856, 0.799), which is superior to the currently used Seeley assessment tool. CONCLUSION: The risk of PICC-related UEDVT can be estimated and predicted relatively accurately by using the method of ML modeling, so as to effectively reduce the incidence of PICC-related UEDVT in the future.

5.
Trop Doct ; 54(2): 200-201, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38087420

RESUMO

Hydroxyuria is a common medication for treating blood system diseases, but ulcers in the lower limbs caused by this medication are often rare and not often suspected. We reported an elderly patient with lower limb ulcers caused by hydroxyurea treatment for primary thrombocytosis. When hydroxide is used, close observation of skin lesions and prompt handling of any skin disruption should prevent ulcers.


Assuntos
Úlcera da Perna , Trombocitemia Essencial , Trombocitose , Humanos , Idoso , Hidroxiureia/efeitos adversos , Trombocitemia Essencial/tratamento farmacológico , Trombocitose/diagnóstico , Trombocitose/tratamento farmacológico , Úlcera/tratamento farmacológico , Úlcera da Perna/diagnóstico , Úlcera da Perna/tratamento farmacológico , Úlcera da Perna/etiologia , Extremidade Inferior/patologia
6.
Clin Lab ; 69(12)2023 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-38084685

RESUMO

BACKGROUND: Pulmonary embolism is rare in children, and most of them have high-risk factors, such as antiphospholipid syndrome, intravenous catheterization, fracture bed rest, etc. For children with pulmonary embolism without clear inducement, hereditary thrombophilia should be considered. Genetic protein S deficiency (PSD) is a kind of thrombophilia, which is caused by the mutation of PROS 1 gene, resulting in an increased tendency to thrombosis. METHODS: The diagnosis of the two cases was made after detecting based on Thrombophilia screening and Sanger sequencing in clinical laboratory. RESULTS: Sanger sequencing found that case 2 and case 1 genotypes were the same, case 1 sister and grandfather carried c.200a>c (p.e67a) mutation, and case 1 aunt and grandmother did not carry PROS1 gene mutation. Case 1 received anticoagulation therapy for 3 months, and case 2 also received anticoagulation therapy for 3 months. During the 1 year follow-up, no new thrombotic events and no adverse reactions such as bleeding were observed in both patients. CONCLUSIONS: For children with pulmonary embolism without clear risk factors, PSD should be considered, and protein S activity should be tested before receiving anticoagulant drugs.


Assuntos
Síndrome Antifosfolipídica , Deficiência de Proteína S , Embolia Pulmonar , Trombofilia , Trombose , Criança , Humanos , Trombofilia/diagnóstico , Embolia Pulmonar/diagnóstico , Embolia Pulmonar/genética , Anticoagulantes/uso terapêutico , Trombose/diagnóstico , Trombose/genética , Síndrome Antifosfolipídica/tratamento farmacológico , Deficiência de Proteína S/complicações , Deficiência de Proteína S/diagnóstico , Deficiência de Proteína S/genética
7.
BMC Cancer ; 23(1): 894, 2023 Sep 22.
Artigo em Inglês | MEDLINE | ID: mdl-37736715

RESUMO

PURPOSE: The incidence of peripherally inserted central catheter (PICC)-related complications is higher in cancer patients than in noncancer patients. However, the pattern of specific complication occurrence over time remains unclear. The purpose of this study was to investigate the clinical characteristics of PICC-related complications in cancer patients undergoing chemotherapy. METHODS: This prospective, observational study was conducted at a university-affiliated hospital in Western China. Cancer patients undergoing PICC insertion for anticancer treatment were recruited and followed up until the first week after catheter removal. Any complications, including occurrence time and outcomes, were recorded. The trajectory of specific PICC-related complications over time were identify based on the Kaplan‒Meier curve analysis. RESULTS: Of the 233 patients analyzed, nearly half (n = 112/233, 48.1%) developed 150 PICC-related complication events. The most common were symptomatic catheter-related thrombosis (CRT) (n = 37/233, 15.9%), medical adhesive-related skin injury (MARSI) (n = 27/233, 11.6%), and catheter dislodgement (n = 17/233, 7.3%), accounting for 54.0% (n = 81/150, 54.0%) of total complications events. According to Kaplan‒Meier curve analysis, symptomatic CRT, pain, phlebitis, and insertion site bleeding were classified as the "early onset" group mainly occurring within the first month post-insertion. Catheter fracture and catheter-related bloodstream infection were classified as the "late onset" group occurring after the second month post-insertion. MARSI, catheter dislodgement, occlusion, and insertion site infection were classified as the "persistent onset" group persistently occurring during the whole catheter-dwelling period. Among the 112 patients with PICC-related complications, 50 (44.6%) patients had their catheters removed due to complications, and 62 (55.4%) patients successfully retained their catheters until treatment completion through conventional interventions. The major reasons for unplanned catheter removal were catheter dislodgement (n = 12/233, 5.2%), symptomatic CRT (n = 10/233, 4.3%), and MARSI (n = 7/233, 3.0%), accounting for 58.0% (n = 29/50, 58.0%) of the total unplanned catheter removal cases. Catheter dwelling times between patients with complications under successful interventions (130.5 ± 32.1 days) and patients with no complications (138.2 ± 46.4 days) were not significantly different (t = 1.306, p = 0.194; log-rank test = 2.610, p = 0.106). CONCLUSIONS: PICC-related complications were pretty common in cancer patients undergoing chemotherapy. The time distribution of PICC-related complications varied, and medical staff should develop time-specific protocols for prevention. Because more than half of the patients with PICC-related complications could be managed with conventional interventions, PICCs remain a priority for cancer patients undergoing short-term chemotherapy. The study was registered in 02/08/2019 at Chinese Clinical Trial Registry (registration number: ChiCTR1900024890).


Assuntos
Antineoplásicos , Cateterismo Venoso Central , Cateterismo Periférico , Catéteres , Neoplasias , Humanos , Povo Asiático , Catéteres/efeitos adversos , China/epidemiologia , Neoplasias/complicações , Neoplasias/tratamento farmacológico , Estudos Prospectivos , Cateterismo Venoso Central/efeitos adversos , Cateterismo Venoso Central/métodos , Cateterismo Periférico/efeitos adversos , Cateterismo Periférico/métodos , Antineoplásicos/administração & dosagem , Antineoplásicos/efeitos adversos , Antineoplásicos/uso terapêutico , Remoção de Dispositivo
8.
Thromb Res ; 229: 232-242, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37572590

RESUMO

AIMS: To delineate the clinical topography of peripherally inserted central catheter (PICC)-related thrombosis in cancer patients. BACKGROUND: Most of the clinical features of PICC-related thrombosis are based on a single follow-up, which is insufficient to reflect the full topography of a thrombosis. DESIGN: This is an observational study conducted at West China Hospital, according to the STROBE guidelines. METHODS: Cancer patients scheduled for PICC placement were potentially eligible; patients with contraindications to PICC placement or existing diseases affecting blood flow were excluded; and those who later withdrew or did not reply to our contact request during the follow-up period were eliminated from this study. Ultrasound was used to detect thrombosis from the insertion site, proximal insertion site, axillary vein to the subclavian vein once every two days for two weeks post insertion. The thrombosis and its involved venous segments, onset time and symptoms and signs were recorded. RESULTS: Among the 173 included patients, 126 (72.8 %) were identified as having thrombosis. Specifically, 113 and 126 patients were identified as having thrombosis within the first three days and the first week post insertion, respectively. In the 126 patients, thrombosis occurred at the insertion site (72.8 %) concurrently with thrombosis at the proximal insertion site (n = 120, 69.4 %), thrombosis in the axillary vein (n = 94, 54.3 %), and/or thrombosis in the subclavian vein (n = 41, 23.7 %). The log-rank test demonstrated that thrombosis in these four venous segments decreased significantly from the distal to the proximal central vein (log-rank test = 117.128, P < .001). Of 31 patients (17.9 %) who presented symptomatic thrombosis, only five patients experienced obvious swelling in the upper arm, and the other 26 patients exhibited atypical symptoms, such as soreness, tightness, numbness, tingling, or other discomforts in the palm, arm, armpit, and/or shoulder. In some thrombotic cases, ultrasonic assessment of PICC-related thrombosis did not parallel clinical symptoms and signs. CONCLUSION: PICC-related thrombosis is common and can occur very early post insertion in cancer patients, and most thromboses present atypical symptoms. More than half of the cases with thrombosis evaluated involve multiple venous segments, and the farther the venous segments are from the central vein, the higher the incidence of thrombosis tend to be and the earlier the onset time are. RELEVANCE TO CLINICAL PRACTICE: The results highlight the importance that medical staff pay particular attention to patients with catheters in the first week post insertion and be alert to thrombosis presenting atypical symptoms while keeping in mind that clinical symptoms and signs are not reliable for diagnosing thrombosis. CLINICAL REGESTRATION: Clinical Trials ChiCTR1900024890.

9.
Emerg Med Int ; 2023: 2116496, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37583590

RESUMO

Objective: To search, evaluate, and summarize the best evidence of intermittent pneumatic compression devices to prevent venous thromboembolism in trauma patients. Method: Evidence retrieval was conducted from top to bottom according to the "6S" evidence model, including guidelines, clinical decision making, evidence summary, expert consensus, and systematic reviews. The retrieval time limit was from the establishment of the database to August 31, 2022. Two researchers independently evaluated the quality of the literature, extracted evidence, and summarized evidence. Results: A total of 140 studies were obtained in the literature retrieval, and 50 studies were obtained after rechecking and reading the title and abstract. After combining the inclusion and exclusion criteria, 19 studies were finally included. Among them, there were 12 guidelines, 1 clinical decision making, 1 evidence summary, 1 expert consensus, and 4 systematic reviews. The 27 best pieces of evidence were summarized from the four dimensions of pretreatment evaluation, contraindications and applicable conditions, treatment strategies, training, and patient education. Conclusion: This study summarized the evidence of using an intermittent pneumatic compression device to prevent venous thromboembolism in trauma patients and provided the basis for scientific and effective standardized management of mechanical thromboembolism prevention. When applying evidence, it is necessary to combine clinical practice and patient wishes and select evidence pertinent to improving the effectiveness of intermittent pneumatic compression devices in preventing venous thromboembolism. In addition, compliance with the clinical application of IPC is relatively low, so we should start from two aspects before the application of evidence. We should not only increase the number of IPCs but also strengthen the training of VTE prevention knowledge and practical skills of medical staff to provide good health education for patients and their families to improve compliance with the clinical application of IPC.

10.
Phlebology ; 38(8): 556-560, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37455141

RESUMO

BACKGROUND: Professional vascular societies and forums have disseminated patient information on education materials about chronic venous disease (CVD) via their official websites. While online patient education material is readily available with an Internet connection, its practical utility may be limited for patients with low health literacy. METHODS: Six readability measures were used to evaluate the patient education materials regarding CVD published by 12 professional medical societies. RESULTS: Patient education materials on CVD vary considerably in length among medical societies, and their comprehensibility points toward a difficult level. The mean readability score was 11.20, prominently above the National Institutes of Health (NIH) and American Medical Association (AMA) recommendations. CONCLUSION: Our analysis of patient education materials produced by 12 professional vascular societies and forums found that all materials exceeded the recommended readability levels. The innovative section "Information for patients'' in the ESVS CVD guidelines also exceeded these levels. Improving the readability of patient education materials is essential to meet patient health literacy standards and might improve patient outcomes in managing CVD.


Assuntos
Doenças Cardiovasculares , Letramento em Saúde , Estados Unidos , Humanos , Compreensão , Educação de Pacientes como Assunto , Sociedades Médicas , Internet
11.
BJS Open ; 7(4)2023 07 10.
Artigo em Inglês | MEDLINE | ID: mdl-37498966

RESUMO

BACKGROUND: The aim of this study was to compare the vascular complications of ProGlide and Prostar in percutaneous transfemoral transcatheter aortic valve replacement. METHODS: Electronic databases were searched in July 2022 for studies that compared the vascular complications of ProGlide and Prostar for percutaneous closure in transcatheter aortic valve replacement. The primary outcome was major vascular complications and the secondary outcomes were minor vascular complications, types of access-site vascular complications, device failure, and additional intervention. Estimates of relative effects were pooled to generate ORs and their 95 per cent c.i. using a random-effects model. The risk of bias in non-randomized comparative studies was assessed using the Risk Of Bias In Non-randomized Studies - of Interventions ('ROBINS-I') tool. RESULTS: Nine studies were identified and a total of 7529 patients were included. Among them, 4144 patients received ProGlide and 3385 received Prostar. The pooled data showed that the risk of major vascular complications was significantly lower with ProGlide versus Prostar (OR 0.50, 95 per cent c.i. 0.32 to 0.78). Regarding the types of vascular complications, vascular trauma was the most common complication and the risk was similar between groups (OR 1.02, 95 per cent c.i. 0.55 to 1.91). ProGlide had a lower risk of bleeding complications (OR 0.46, 95 per cent c.i. 0.22 to 0.94), but a higher risk of ischaemia complications (OR 1.90, 95 per cent c.i. 1.10 to 3.27). The risk of device failure was lower in the ProGlide group (OR 0.45, 95 per cent c.i. 0.21 to 0.95). Both groups had a similar risk of having additional interventions for vascular complications (OR 1.02, 95 per cent c.i. 0.75 to 1.39). The use of ProGlide was associated with a lower risk of additional surgical treatments (OR 0.52, 95 per cent c.i. 0.34 to 0.80), but a higher risk of endovascular treatments (OR 2.69, 95 per cent c.i. 1.29 to 5.63). CONCLUSION: In percutaneous transfemoral transcatheter aortic valve replacement procedures, ProGlide has superior safety and efficacy when compared with Prostar; it is associated with fewer major vascular complications and device failures. The vascular complications of ProGlide are more likely to be dealt with using endovascular treatments than surgical treatments.


Assuntos
Estenose da Valva Aórtica , Doenças Cardiovasculares , Substituição da Valva Aórtica Transcateter , Dispositivos de Oclusão Vascular , Humanos , Substituição da Valva Aórtica Transcateter/efeitos adversos , Substituição da Valva Aórtica Transcateter/métodos , Estenose da Valva Aórtica/cirurgia , Dispositivos de Oclusão Vascular/efeitos adversos , Resultado do Tratamento , Valva Aórtica/cirurgia
12.
Emerg Med Int ; 2023: 8392732, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37521720

RESUMO

Objective: To summarize the best evidence of emergency target blood pressure management for acute aortic dissection and provide guidance for evidence-based practice of emergency target blood pressure management. Methods: According to the "6S" evidence pyramid model, the evidence of emergency target blood pressure management of acute aortic dissection in various foreign databases and websites of professional associations from January 1, 2010, to August 1, 2022, was retrieved, including clinical decision-making, guidelines, expert consensus, systematic reviews, randomized controlled trials, cohort studies, and case series. Two researchers used the corresponding document quality evaluation tools to evaluate the documents and extracted and summarized the evidence of documents above grade B. Results: A total of 17 articles were included, including 6 clinical decision-making articles, 5 guidelines, 2 expert consensus articles, 1 systematic review article, 1 randomized controlled trial article, 1 cohort study article, and 1 case series article, forming 36 best evidences, including 9 topics, which are target value setting, management strategy, disease observation, medical history collection, monitoring methods, vasoactive drugs, nonvasoactive drugs, related examinations, and patient education. Conclusion: The best evidence summarized provides a reference for doctors and nurses in the emergency department to manage the emergency target blood pressure of patients with acute aortic dissection. It is recommended that doctors and nurses in the emergency department follow the best evidence summarized to develop individualized target blood pressure management plan for patients.

13.
Int J Surg ; 109(3): 653-654, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-37093104
15.
Adv Skin Wound Care ; 36(5): 275-277, 2023 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-37079791

RESUMO

BACKGROUND: Agenesis of the inferior vena cava (IVC) is an extremely rare congenital malformation. Although IVC dysplasia can present with symptoms, because of the low prevalence of this disease, it is often omitted from routine examination. Most reports on this topic have described the absence of the IVC; the absence of both a deep venous system and the IVC is even rarer. Chronic venous hypertension and varicosities leading to venous ulcers have been reported in patients with absent IVC that could be surgically bypassed; however, the absence of iliofemoral veins precluded any bypass procedure in the present patient. CASE PRESENTATION: The authors report a case of IVC below renal vein hypoplasia in a 5-year-old girl who presented bilaterally with venous stasis dermatitis and ulcers in the lower extremity limb area. Ultrasonography revealed no clear IVC and iliofemoral venous system under the renal venous plane. Magnetic resonance venography subsequently confirmed the same findings. The patient's ulcers were healed by compression therapy and routine wound care. CONCLUSIONS: This is a rare case of venous ulcer in a pediatric patient stemming from congenital IVC malformation. With this case, the authors demonstrate the etiology of the appearance of venous ulcers in children.


Assuntos
Úlcera Varicosa , Doenças Vasculares , Feminino , Humanos , Criança , Pré-Escolar , Úlcera Varicosa/diagnóstico , Úlcera Varicosa/etiologia , Úlcera Varicosa/terapia , Úlcera , Veia Cava Inferior/anormalidades , Extremidade Inferior
16.
Vascular ; : 17085381231155944, 2023 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-36744840

RESUMO

OBJECTIVES: Emergency treatment of patients with severe subphrenic vascular trauma often adopts resuscitative thoracotomy or endovascular balloon. This case report proposes a non-invasive method to treat patients with vascular trauma, mainly through ultrasound-guided positioning of the proximal aorta and applying pressure to occlude the aorta and limit the distal blood flow, using bedside ultrasound to achieve accurate compression, continuous monitoring of its efficacy, and early detection of the recovery of autonomic circulation in patients with cardiac arrest. METHODS: We introduced a case of left iliac artery injury caused by a knife wound and subsequent cardiac arrest.Results We tried to externally compress the proximal aorta under bedside US guidance to achieve and maintain the recovery of the autonomic circulation. This allowed the patient to be transferred from the emergency department to the operating room. CONCLUSION: This case demonstrated that ultrasound-guided proximal external aortic compression can be used as a bridge for further treatment of patients with vascular trauma, such as resuscitative thoracotomy or endoaortic balloon or covered stent occlusion.

18.
Vasc Endovascular Surg ; 57(5): 526-531, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-36709975

RESUMO

Background: Intravenous lobular capillary hemangioma (IVLCH) of the neck is a kind of rare benign tumor of vein. Purpose: In this paper, we report two female patients who were hospitalized because of neck masses. Results: The tumors in the neck veins of our patients were white oval masses with pedicle, clearly defined and of different sizes. Their immunohistochemical staining results showed CD31 (+), CD34 (+), SMA (+), ERG (+). The pathological diagnosis was intravenous lobular capillary hemangioma. Conclusions: Due to the location, morphology and immunohistochemistry, This lesion needs to be distinguished from other intravascular lesions such as thrombus, hemangiosarcoma and papillary endothelial hyperplasia.


Assuntos
Granuloma Piogênico , Neoplasias Vasculares , Humanos , Feminino , Granuloma Piogênico/diagnóstico por imagem , Granuloma Piogênico/cirurgia , Resultado do Tratamento , Veias/diagnóstico por imagem , Veias/patologia , Imuno-Histoquímica
20.
Vascular ; : 17085381231153216, 2023 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-36657996

RESUMO

OBJECTIVE: To summarize the current research progress of machine learning and venous thromboembolism. METHODS: The literature on risk factors, diagnosis, prevention and prognosis of machine learning and venous thromboembolism in recent years was reviewed. RESULTS: Machine learning is the future of biomedical research, personalized medicine, and computer-aided diagnosis, and will significantly promote the development of biomedical research and healthcare. However, many medical professionals are not familiar with it. In this review, we will introduce several commonly used machine learning algorithms in medicine, discuss the application of machine learning in venous thromboembolism, and reveal the challenges and opportunities of machine learning in medicine. CONCLUSION: The incidence of venous thromboembolism is high, the diagnostic measures are diverse, and it is necessary to classify and treat machine learning, and machine learning as a research tool, it is more necessary to strengthen the special research of venous thromboembolism and machine learning.

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